app.py

import gradio as gr
import os
import pandas as pd
import json
from PIL import Image, ImageSequence
import io
from functools import reduce
import numpy as np
from datetime import datetime, timedelta
import matplotlib.pyplot as plt
from leaderboard_utils import (
    get_organization,
    get_mario_leaderboard,
    get_sokoban_leaderboard,
    get_2048_leaderboard,
    get_candy_leaderboard,
    get_tetris_leaderboard,
    get_tetris_planning_leaderboard,
    get_ace_attorney_leaderboard,
    get_combined_leaderboard,
    GAME_ORDER
)
from data_visualization import (
    get_combined_leaderboard_with_group_bar,
    create_organization_radar_chart,
    create_top_players_radar_chart,
    create_player_radar_chart,
    create_horizontal_bar_chart,
    normalize_values,
    get_combined_leaderboard_with_single_radar
)
from gallery_tab import create_video_gallery



HAS_ENHANCED_LEADERBOARD = True


# Define time points and their corresponding data files
TIME_POINTS = {
    "03/25/2025": "rank_data_03_25_2025.json",
    # Add more time points here as they become available
}

# Load the initial JSON file with rank data
with open(TIME_POINTS["03/25/2025"], "r") as f:
    rank_data = json.load(f)

# Add leaderboard state at the top level
leaderboard_state = {
    "current_game": None,
    "previous_overall": {
        "Super Mario Bros": True,
        "Sokoban": True,
        "2048": True,
        "Candy Crush": True,
        "Tetris (complete)": True,
        "Tetris (planning only)": True,
        "Ace Attorney": True
    },
    "previous_details": {
        "Super Mario Bros": False,
        "Sokoban": False,
        "2048": False,
        "Candy Crush": False,
        "Tetris (complete)": False,
        "Tetris (planning only)": False,
        "Ace Attorney": False
    }
}


# Load video links and news data
with open('assets/game_video_link.json', 'r') as f:
    VIDEO_LINKS = json.load(f)

with open('assets/news.json', 'r') as f:
    NEWS_DATA = json.load(f)

def load_rank_data(time_point):
    """Load rank data for a specific time point"""
    if time_point in TIME_POINTS:
        try:
            with open(TIME_POINTS[time_point], "r") as f:
                return json.load(f)
        except FileNotFoundError:
            return None
    return None

# Add a note about score values
def add_score_note():
    return gr.Markdown("*Note: 'n/a' in the table indicates no data point for that model.*", elem_classes="score-note")

# Function to prepare DataFrame for display
def prepare_dataframe_for_display(df, for_game=None):
    """Format DataFrame for better display in the UI"""
    # Clone the DataFrame to avoid modifying the original
    display_df = df.copy()
    
    # Filter out normalized score columns
    norm_columns = [col for col in display_df.columns if col.startswith('norm_')]
    if norm_columns:
        display_df = display_df.drop(columns=norm_columns)
    
    # Replace '_' with '-' for better display
    for col in display_df.columns:
        if col.endswith(' Score'):
            display_df[col] = display_df[col].apply(lambda x: '-' if x == '_' else x)
    
    # If we're in detailed view, add a formatted rank column
    if for_game:
        # Sort by relevant score column
        score_col = f"{for_game} Score"
        if score_col in display_df.columns:
            # Convert to numeric for sorting, treating '-' as NaN
            display_df[score_col] = pd.to_numeric(display_df[score_col], errors='coerce')
            # Sort by score in descending order
            display_df = display_df.sort_values(by=score_col, ascending=False)
            # Add rank column based on the sort
            display_df.insert(0, 'Rank', range(1, len(display_df) + 1))
            # Filter out models that didn't participate
            display_df = display_df[~display_df[score_col].isna()]
    
    # Add line breaks to column headers
    new_columns = {}
    for col in display_df.columns:
        if col.endswith(' Score'):
            # Replace 'Game Name Score' with 'Game Name\nScore'
            game_name = col.replace(' Score', '')
            new_col = f"{game_name}\nScore"
            new_columns[col] = new_col
        # Keep Organization without line breaks
        # elif col == 'Organization':
        #    new_columns[col] = 'Organi-\nzation'
    
    # Rename columns with new line breaks
    if new_columns:
        display_df = display_df.rename(columns=new_columns)
    
    return display_df

# Helper function to ensure leaderboard updates maintain consistent height
def update_df_with_height(df):
    """Update DataFrame with consistent height parameter."""
    # Create column widths array
    col_widths = ["40px"]  # Row number column width
    col_widths.append("230px")  # Player column - reduced by 20px
    col_widths.append("120px")  # Organization column
    # Add game score columns
    for _ in range(len(df.columns) - 2):
        col_widths.append("120px")
    
    return gr.update(value=df, 
                     show_row_numbers=True, 
                     show_fullscreen_button=True,
                     line_breaks=True,
                     show_search="search",
                     # max_height=None,  # Remove height limitation - COMMENTED OUT
                     column_widths=col_widths)

def update_leaderboard(mario_overall, mario_details,
                       sokoban_overall, sokoban_details,
                       _2048_overall, _2048_details,
                       candy_overall, candy_details,
                       tetris_overall, tetris_details,
                       tetris_plan_overall, tetris_plan_details,
                       ace_attorney_overall, ace_attorney_details):
    global leaderboard_state
    
    # Convert current checkbox states to dictionary for easier comparison
    current_overall = {
        "Super Mario Bros": mario_overall,
        "Sokoban": sokoban_overall,
        "2048": _2048_overall,
        "Candy Crush": candy_overall,
        "Tetris (complete)": tetris_overall,
        "Tetris (planning only)": tetris_plan_overall,
        "Ace Attorney": ace_attorney_overall
    }
    
    current_details = {
        "Super Mario Bros": mario_details,
        "Sokoban": sokoban_details,
        "2048": _2048_details,
        "Candy Crush": candy_details,
        "Tetris (complete)": tetris_details,
        "Tetris (planning only)": tetris_plan_details,
        "Ace Attorney": ace_attorney_details
    }
    
    # Find which game's state changed
    changed_game = None
    for game in current_overall.keys():
        if (current_overall[game] != leaderboard_state["previous_overall"][game] or 
            current_details[game] != leaderboard_state["previous_details"][game]):
            changed_game = game
            break
    
    if changed_game:
        # If a game's details checkbox was checked
        if current_details[changed_game] and not leaderboard_state["previous_details"][changed_game]:
            # Reset all other games' states
            for game in current_overall.keys():
                if game != changed_game:
                    current_overall[game] = False
                    current_details[game] = False
                    leaderboard_state["previous_overall"][game] = False
                    leaderboard_state["previous_details"][game] = False
            
            # Update state for the selected game
            leaderboard_state["current_game"] = changed_game
            leaderboard_state["previous_overall"][changed_game] = True
            leaderboard_state["previous_details"][changed_game] = True
            current_overall[changed_game] = True
        
        # If a game's overall checkbox was checked
        elif current_overall[changed_game] and not leaderboard_state["previous_overall"][changed_game]:
            # If we were in details view for another game, switch to overall view
            if leaderboard_state["current_game"] and leaderboard_state["previous_details"][leaderboard_state["current_game"]]:
                # Reset previous game's details
                leaderboard_state["previous_details"][leaderboard_state["current_game"]] = False
                current_details[leaderboard_state["current_game"]] = False
                leaderboard_state["current_game"] = None
            
            # Update state
            leaderboard_state["previous_overall"][changed_game] = True
            leaderboard_state["previous_details"][changed_game] = False
        
        # If a game's overall checkbox was unchecked
        elif not current_overall[changed_game] and leaderboard_state["previous_overall"][changed_game]:
            # If we're in details view, don't allow unchecking the overall checkbox
            if leaderboard_state["current_game"] == changed_game:
                current_overall[changed_game] = True
            else:
                leaderboard_state["previous_overall"][changed_game] = False
                if leaderboard_state["current_game"] == changed_game:
                    leaderboard_state["current_game"] = None
        
        # If a game's details checkbox was unchecked
        elif not current_details[changed_game] and leaderboard_state["previous_details"][changed_game]:
            leaderboard_state["previous_details"][changed_game] = False
            if leaderboard_state["current_game"] == changed_game:
                leaderboard_state["current_game"] = None
                # When exiting details view, only reset the current game's state
                current_overall[changed_game] = True
                current_details[changed_game] = False
                leaderboard_state["previous_overall"][changed_game] = True
                leaderboard_state["previous_details"][changed_game] = False
    
    # Special case: If all games are selected and we're trying to view details
    all_games_selected = all(current_overall.values()) and not any(current_details.values())
    if all_games_selected and changed_game and current_details[changed_game]:
        # Reset all other games' states
        for game in current_overall.keys():
            if game != changed_game:
                current_overall[game] = False
                current_details[game] = False
                leaderboard_state["previous_overall"][game] = False
                leaderboard_state["previous_details"][game] = False
        
        # Update state for the selected game
        leaderboard_state["current_game"] = changed_game
        leaderboard_state["previous_overall"][changed_game] = True
        leaderboard_state["previous_details"][changed_game] = True
        current_overall[changed_game] = True
    
    # Build dictionary for selected games
    selected_games = {
        "Super Mario Bros": current_overall["Super Mario Bros"],
        "Sokoban": current_overall["Sokoban"],
        "2048": current_overall["2048"],
        "Candy Crush": current_overall["Candy Crush"],
        "Tetris (complete)": current_overall["Tetris (complete)"],
        "Tetris (planning only)": current_overall["Tetris (planning only)"],
        "Ace Attorney": current_overall["Ace Attorney"]
    }
    
    # Get the appropriate DataFrame and charts based on current state
    if leaderboard_state["current_game"]:
        # For detailed view
        if leaderboard_state["current_game"] == "Super Mario Bros":
            df = get_mario_leaderboard(rank_data)
        elif leaderboard_state["current_game"] == "Sokoban":
            df = get_sokoban_leaderboard(rank_data)
        elif leaderboard_state["current_game"] == "2048":
            df = get_2048_leaderboard(rank_data)
        elif leaderboard_state["current_game"] == "Candy Crush":
            df = get_candy_leaderboard(rank_data)
        elif leaderboard_state["current_game"] == "Tetris (complete)":
            df = get_tetris_leaderboard(rank_data)
        elif leaderboard_state["current_game"] == "Tetris (planning only)":
            df = get_tetris_planning_leaderboard(rank_data)
        elif leaderboard_state["current_game"] == "Ace Attorney":
            df = get_ace_attorney_leaderboard(rank_data)
        
        # Format the DataFrame for display
        display_df = prepare_dataframe_for_display(df, leaderboard_state["current_game"])
        
        # Always create a new chart for detailed view
        chart = create_horizontal_bar_chart(df, leaderboard_state["current_game"])
        # Use the same chart for all visualizations in detailed view
        radar_chart = chart
        group_bar_chart = chart
    else:
        # For overall view
        df, _ = get_combined_leaderboard_with_group_bar(rank_data, selected_games)
        # Format the DataFrame for display
        display_df = prepare_dataframe_for_display(df)
        # Use the same selected_games for radar chart
        _, radar_chart = get_combined_leaderboard_with_single_radar(rank_data, selected_games)
        chart = radar_chart
        group_bar_chart = radar_chart  # Use radar chart instead of bar chart
    
    # Return exactly 18 values to match the expected outputs
    return (update_df_with_height(display_df), chart, radar_chart, radar_chart,
            current_overall["Super Mario Bros"], current_details["Super Mario Bros"],
            current_overall["Sokoban"], current_details["Sokoban"],
            current_overall["2048"], current_details["2048"],
            current_overall["Candy Crush"], current_details["Candy Crush"],
            current_overall["Tetris (complete)"], current_details["Tetris (complete)"],
            current_overall["Tetris (planning only)"], current_details["Tetris (planning only)"],
            current_overall["Ace Attorney"], current_details["Ace Attorney"])

def update_leaderboard_with_time(time_point, mario_overall, mario_details,
                               sokoban_overall, sokoban_details,
                               _2048_overall, _2048_details,
                               candy_overall, candy_details,
                               tetris_overall, tetris_details,
                               tetris_plan_overall, tetris_plan_details,
                               ace_attorney_overall, ace_attorney_details):
    # Load rank data for the selected time point
    global rank_data
    new_rank_data = load_rank_data(time_point)
    if new_rank_data is not None:
        rank_data = new_rank_data
    
    # Use the existing update_leaderboard function
    return update_leaderboard(mario_overall, mario_details,
                            sokoban_overall, sokoban_details,
                            _2048_overall, _2048_details,
                            candy_overall, candy_details,
                            tetris_overall, tetris_details,
                            tetris_plan_overall, tetris_plan_details,
                            ace_attorney_overall, ace_attorney_details)

def get_initial_state():
    """Get the initial state for the leaderboard"""
    return {
        "current_game": None,
        "previous_overall": {
            "Super Mario Bros": True,
            "Sokoban": True,
            "2048": True,
            "Candy Crush": True,
            "Tetris (complete)": True,
            "Tetris (planning only)": True,
            "Ace Attorney": True
        },
        "previous_details": {
            "Super Mario Bros": False,
            "Sokoban": False,
            "2048": False,
            "Candy Crush": False,
            "Tetris (complete)": False,
            "Tetris (planning only)": False,
            "Ace Attorney": False
        }
    }

def clear_filters():
    global leaderboard_state
    
    # Reset all checkboxes to default state
    selected_games = {
        "Super Mario Bros": True,
        "Sokoban": True,
        "2048": True,
        "Candy Crush": True,
        "Tetris (complete)": True,
        "Tetris (planning only)": True,
        "Ace Attorney": True
    }
    
    # Get the combined leaderboard and group bar chart
    df, group_bar_chart = get_combined_leaderboard_with_group_bar(rank_data, selected_games)
    
    # Format the DataFrame for display
    display_df = prepare_dataframe_for_display(df)
    
    # Get the radar chart using the same selected games
    _, radar_chart = get_combined_leaderboard_with_single_radar(rank_data, selected_games)
    
    # Reset the leaderboard state to match the default checkbox states
    leaderboard_state = get_initial_state()
    
    # Return exactly 16 values to match the expected outputs
    return (update_df_with_height(display_df), radar_chart, radar_chart, radar_chart,
            True, False,  # mario
            True, False,  # sokoban
            True, False,  # 2048
            True, False,  # candy
            True, False,  # tetris
            True, False,  # tetris plan
            True, False)  # ace attorney

def create_timeline_slider():
    """Create a custom timeline slider component"""
    timeline_html = """
    <div class="timeline-container">
        <style>
            .timeline-container {
                width: 85%;  /* Increased from 70% to 85% */
                padding: 8px;
                font-family: Arial, sans-serif;
                height: 40px;
                display: flex;
                align-items: center;
            }
            .timeline-track {
                position: relative;
                height: 6px;
                background: #e0e0e0;
                border-radius: 3px;
                margin: 0;
                width: 100%;
            }
            .timeline-progress {
                position: absolute;
                height: 100%;
                background: #2196F3;
                border-radius: 3px;
                width: 100%;
            }
            .timeline-handle {
                position: absolute;
                right: 0;
                top: 50%;
                transform: translate(50%, -50%);
                width: 20px;
                height: 20px;
                background: #2196F3;
                border: 3px solid white;
                border-radius: 50%;
                cursor: pointer;
                box-shadow: 0 2px 6px rgba(0,0,0,0.3);
            }
            .timeline-date {
                position: absolute;
                top: -25px;
                transform: translateX(-50%);
                background: #2196F3;  /* Changed to match slider blue color */
                color: #ffffff !important;
                padding: 3px 8px;
                border-radius: 4px;
                font-size: 12px;
                white-space: nowrap;
                font-weight: 600;
                box-shadow: 0 2px 6px rgba(0,0,0,0.2);
                letter-spacing: 0.5px;
                text-shadow: 0 1px 2px rgba(0,0,0,0.2);
            }
        </style>
        <div class="timeline-track">
            <div class="timeline-progress"></div>
            <div class="timeline-handle">
                <div class="timeline-date">03/25/2025</div>
            </div>
        </div>
    </div>
    <script>
        (function() {
            const container = document.querySelector('.timeline-container');
            const track = container.querySelector('.timeline-track');
            const handle = container.querySelector('.timeline-handle');
            let isDragging = false;
            
            // For now, we only have one time point
            const timePoints = {
                "03/25/2025": 1.0
            };
            
            function updatePosition(e) {
                if (!isDragging) return;
                
                const rect = track.getBoundingClientRect();
                let x = (e.clientX - rect.left) / rect.width;
                x = Math.max(0, Math.min(1, x));
                
                // For now, snap to the only available time point
                x = 1.0;
                
                handle.style.right = `${(1 - x) * 100}%`;
            }
            
            handle.addEventListener('mousedown', (e) => {
                isDragging = true;
                e.preventDefault();
            });
            
            document.addEventListener('mousemove', updatePosition);
            document.addEventListener('mouseup', () => {
                isDragging = false;
            });
            
            // Prevent text selection while dragging
            container.addEventListener('selectstart', (e) => {
                if (isDragging) e.preventDefault();
            });
        })();
    </script>
    """
    return gr.HTML(timeline_html)

def build_app():
    with gr.Blocks(css="""
        /* Fix for scrolling issues */
        html, body {
            overflow-y: hidden !important;
            overflow-x: hidden !important;
            width: 100% !important;
            height: 100% !important;
            max-height: none !important;
            position: relative !important;
        }
        .radar-tip {
            font-size: 14px;
            color: #555;
            margin-top: 5px;
            margin-bottom: 20px;
            font-style: italic;
        }

        
        /* Force scrolling to work on the main container */
        .gradio-container, #root, #app {
            width: 100% !important;
            max-width: 1200px !important;
            margin-left: auto !important;
            margin-right: auto !important;
            min-height: auto !important;
            height: auto !important;
            overflow: visible !important;
            position: relative !important;
        }
        
        /* Remove ALL inner scrollbars - very important! */
        .gradio-container * {
            scrollbar-width: none !important;  /* Firefox */
        }
        
        /* Hide scrollbars for Chrome, Safari and Opera */
        .gradio-container *::-webkit-scrollbar {
            display: none !important;
        }
        
        /* Only allow scrollbar on body */
        body::-webkit-scrollbar {
            display: block !important;
            width: 10px !important;
        }
        
        body::-webkit-scrollbar-track {
            background: #f1f1f1 !important;
        }
        
        body::-webkit-scrollbar-thumb {
            background: #888 !important;
            border-radius: 5px !important;
        }
        
        body::-webkit-scrollbar-thumb:hover {
            background: #555 !important;
        }
        
        /* Clean up table styling */
        .table-container {
            width: 100% !important;
            overflow: hidden !important;
            border-radius: 8px;
            box-shadow: 0 2px 10px rgba(0,0,0,0.1);
        }
        
        /* Remove duplicate scrollbars */
        .gradio-dataframe [data-testid="table"],
        [data-testid="dataframe"] [data-testid="table"],
        .gradio-dataframe tbody,
        [data-testid="dataframe"] tbody,
        .table-container > div,
        .table-container > div > div {
            overflow: hidden !important;
            /* max-height: none !important; */ /* REMOVED */
        }
        
        /* Ensure table contents are visible without scrollbars */
        .gradio-dataframe,
        [data-testid="dataframe"] {
            overflow: visible !important;
            /* max-height: none !important; */ /* REMOVED */
            border: none !important;
        }
        
        /* Visualization styling */
        .visualization-container .js-plotly-plot {
            margin-left: auto !important;
            margin-right: auto !important;
            display: block !important;
            max-width: 1000px;
        }
        
        /* Section styling */
        .section-title {
            font-size: 1.5em;
            font-weight: bold;
            color: #2c3e50;
            margin-bottom: 15px;
            padding-bottom: 10px;
            border-bottom: 2px solid #e9ecef;
            text-align: center;
        }
        
        /* Fix table styling */
        .table-container table {
            width: 100%;
            border-collapse: separate;
            border-spacing: 0;
            table-layout: fixed !important;
        }
        
        /* Column width customization - adjust for row numbers being first column */
        .table-container th:nth-child(2), 
        .table-container td:nth-child(2) {
            width: 230px !important;
            min-width: 200px !important;
            max-width: 280px !important;
            padding-left: 8px !important;
            padding-right: 8px !important;
        }
        
        .table-container th:nth-child(3), 
        .table-container td:nth-child(3) {
            width: 120px !important;
            min-width: 100px !important;
            max-width: 140px !important;
        }
        
        /* Game score columns */
        .table-container th:nth-child(n+4), 
        .table-container td:nth-child(n+4) {
            width: 120px !important;
            min-width: 100px !important;
            max-width: 140px !important;
            text-align: center !important;
        }
        
        /* Make headers sticky */
        .table-container th {
            position: sticky !important;
            top: 0 !important;
            background-color: var(--header-bg, #f8f9fa) !important;
            z-index: 10 !important;
            font-weight: bold;
            padding: 16px 10px !important;
            border-bottom: 2px solid var(--border-color, #e9ecef);
            white-space: pre-wrap !important;
            word-wrap: break-word !important;
            line-height: 1.2 !important;
            height: auto !important;
            min-height: 60px !important;
            vertical-align: middle !important;
            color: var(--header-text, #2c3e50) !important;
        }
        
        /* Dark mode specific styles */
        .dark .table-container th {
            --header-bg: #2d3748;
            --header-text: #e2e8f0;
            --border-color: #4a5568;
        }
        
        /* Light mode specific styles */
        .light .table-container th {
            --header-bg: #f8f9fa;
            --header-text: #2c3e50;
            --border-color: #e9ecef;
        }
        
        /* Simple cell styling */
        .table-container td {
            padding: 8px 8px;
            border-bottom: 1px solid var(--border-color, #e9ecef);
        }
        
        /* Row number column styling */
        .gradio-dataframe thead tr th[id="0"],
        .gradio-dataframe tbody tr td:nth-child(1),
        [data-testid="dataframe"] thead tr th[id="0"],
        [data-testid="dataframe"] tbody tr td:nth-child(1),
        .svelte-1gfkn6j thead tr th:first-child,
        .svelte-1gfkn6j tbody tr td:first-child {
            width: 40px !important;
            min-width: 40px !important;
            max-width: 40px !important;
            padding: 4px !important;
            text-align: center !important;
            font-size: 0.85em !important;
        }
        
        /* Fix for Gradio footer causing scroll issues */
        footer {
            position: relative !important;
            width: 100% !important;
            margin-top: 40px !important;
        }
    """) as demo:
        gr.Markdown("# 🎮 Game Arena: Gaming Agent 🎲")
        
        # Add custom JavaScript for table header line breaks
        gr.HTML("""
        
        <script>
        // Function to add line breaks to table headers
        function formatTableHeaders() {
            // Find all table headers in the document
            const headers = document.querySelectorAll('th');
            
            headers.forEach(header => {
                let text = header.textContent || '';
                
                // Skip if already processed
                if (header.getAttribute('data-processed') === 'true') {
                    return;
                }
                
                // Store original content for reference
                if (!header.getAttribute('data-original')) {
                    header.setAttribute('data-original', header.innerHTML);
                }
                
                let newContent = header.innerHTML;
                
                // Format Super Mario Bros header
                if (text.includes('Super Mario Bros')) {
                    newContent = newContent.replace(/Super\s+Mario\s+Bros/g, 'Super<br>Mario Bros');
                }
                
                // Format Tetris headers
                if (text.includes('Tetris (complete)')) {
                    newContent = newContent.replace(/Tetris\s+\(complete\)/g, 'Tetris<br>(complete)');
                }
                
                if (text.includes('Tetris (planning only)')) {
                    newContent = newContent.replace(/Tetris\s+\(planning\s+only\)/g, 'Tetris<br>(planning)');
                }
                
                // Format Candy Crush header
                if (text.includes('Candy Crush')) {
                    newContent = newContent.replace(/Candy\s+Crash/g, 'Candy<br>Crash');
                }
                
                // Make Organization header wider and fix its name
                if (text.includes('Organization') || text.includes('Organi-zation')) {
                    header.style.minWidth = '150px';
                    header.style.width = '150px';
                    
                    // Fix the Organization header name if it has a line break
                    if (text.includes('Organi-') || text.includes('zation')) {
                        newContent = newContent.replace(/Organi-<br>zation|Organi-zation/, 'Organization');
                    }
                }
                
                // Update content if changed
                if (newContent !== header.innerHTML) {
                    header.innerHTML = newContent;
                    header.setAttribute('data-processed', 'true');
                    
                    // Also ensure headers have proper styling
                    header.style.whiteSpace = 'normal';
                    header.style.lineHeight = '1.2';
                    header.style.verticalAlign = 'middle';
                    header.style.minHeight = '70px';
                    header.style.fontSize = '0.9em';
                }
            });
        }
        
        // Function to fix player name cells to prevent line breaking
        function fixPlayerCells() {
            // Find all table cells in the document
            const tables = document.querySelectorAll('table');
            
            tables.forEach(table => {
                // Process rows starting from index 1 (skip header)
                const rows = table.querySelectorAll('tr');
                
                rows.forEach((row, index) => {
                    // Skip header row
                    if (index === 0) return;
                    
                    // Get the player cell (typically 2nd cell)
                    const playerCell = row.querySelector('td:nth-child(2)');
                    const orgCell = row.querySelector('td:nth-child(3)');
                    
                    if (playerCell) {
                        playerCell.style.whiteSpace = 'nowrap';
                        playerCell.style.overflow = 'hidden';
                        playerCell.style.textOverflow = 'ellipsis';
                        playerCell.style.maxWidth = '230px';
                        playerCell.style.textAlign = 'left';
                    }
                    
                    if (orgCell) {
                        orgCell.style.whiteSpace = 'nowrap';
                        orgCell.style.overflow = 'hidden';
                        orgCell.style.textOverflow = 'ellipsis';
                        orgCell.style.minWidth = '150px';
                        orgCell.style.width = '150px';
                    }
                });
            });
        }
        
        // Function to run all formatting
        function formatTable() {
            formatTableHeaders();
            fixPlayerCells();
        }
        
        // Run on load and then periodically to catch any new tables
        setInterval(formatTable, 500);
        
        // Also run when the DOM content is loaded
        if (document.readyState === 'loading') {
            document.addEventListener('DOMContentLoaded', formatTable);
        } else {
            formatTable();
        }
        
        // Run when the page is fully loaded with resources
        window.addEventListener('load', formatTable);
        </script>
        """)
        
        with gr.Tabs():
            with gr.Tab("🏆 Leaderboard"):
                # Visualization section
                with gr.Row():
                    gr.Markdown("### 📊 Data Visualization")
                
                # Detailed view visualization (single chart)
                detailed_visualization = gr.Plot(
                    label="Performance Visualization",
                    visible=False,
                    elem_classes="visualization-container"
                )
                
                with gr.Column(visible=True) as overall_visualizations:
                    with gr.Tabs():
                        with gr.Tab("📈 Radar Chart"):
                            
                            radar_visualization = gr.Plot(
                                label="Comparative Analysis (Radar Chart)",
                                elem_classes="visualization-container"
                            )
                        # Comment out the Group Bar Chart tab
                        # with gr.Tab("📊 Group Bar Chart"):
                        #     group_bar_visualization = gr.Plot(
                        #         label="Comparative Analysis (Group Bar Chart)",
                        #         elem_classes="visualization-container"
                        #     )
                            gr.Markdown(
                                "*💡 Click a legend entry to isolate that model. Double-click additional ones to add them for comparison.*",
                                elem_classes="radar-tip"
                            )

                # Hidden placeholder for group bar visualization (to maintain code references)
                group_bar_visualization = gr.Plot(visible=False)

                # Game selection section
                with gr.Row():
                    gr.Markdown("### 🎮 Game Selection")
                with gr.Row():
                    with gr.Column():
                        gr.Markdown("**🎮 Super Mario Bros**")
                        mario_overall = gr.Checkbox(label="Super Mario Bros Score", value=True)
                        mario_details = gr.Checkbox(label="Super Mario Bros Details", value=False)
                    with gr.Column():
                        gr.Markdown("**📦 Sokoban**")
                        sokoban_overall = gr.Checkbox(label="Sokoban Score", value=True)
                        sokoban_details = gr.Checkbox(label="Sokoban Details", value=False)
                    with gr.Column():
                        gr.Markdown("**🔢 2048**")
                        _2048_overall = gr.Checkbox(label="2048 Score", value=True)
                        _2048_details = gr.Checkbox(label="2048 Details", value=False)
                    with gr.Column():
                        gr.Markdown("**🍬 Candy Crush**")
                        candy_overall = gr.Checkbox(label="Candy Crush Score", value=True)
                        candy_details = gr.Checkbox(label="Candy Crush Details", value=False)
                    with gr.Column():
                        gr.Markdown("**🎯 Tetris (complete)**")
                        tetris_overall = gr.Checkbox(label="Tetris (complete) Score", value=True)
                        tetris_details = gr.Checkbox(label="Tetris (complete) Details", value=False)
                    with gr.Column():
                        gr.Markdown("**📋 Tetris (planning)**")
                        tetris_plan_overall = gr.Checkbox(label="Tetris (planning) Score", value=True)
                        tetris_plan_details = gr.Checkbox(label="Tetris (planning) Details", value=False)
                    with gr.Column():
                        gr.Markdown("**⚖️ Ace Attorney**")
                        ace_attorney_overall = gr.Checkbox(label="Ace Attorney Score", value=True)
                        ace_attorney_details = gr.Checkbox(label="Ace Attorney Details", value=False)
                
                # Controls
                with gr.Row():
                    with gr.Column(scale=2):
                        gr.Markdown("**⏰ Time Tracker**")
                        timeline = create_timeline_slider()
                    with gr.Column(scale=1):
                        gr.Markdown("**🔄 Controls**")
                        clear_btn = gr.Button("Reset Filters", variant="secondary")
                
                # Leaderboard table
                with gr.Row():
                    gr.Markdown("### 📋 Detailed Results")
                
                # Add reference to Jupyter notebook
                with gr.Row():
                    gr.Markdown("*All data analysis can be replicated by checking [this Jupyter notebook](https://colab.research.google.com/drive/1yoa3nZpAtmzZqPD6V-rnPQG7wI4nbt40#scrollTo=ac7EVIaJTxpp)*")
                
                # Get initial leaderboard dataframe
                initial_df = get_combined_leaderboard(rank_data, {
                    "Super Mario Bros": True,
                    "Sokoban": True,
                    "2048": True,
                    "Candy Crush": True,
                    "Tetris (complete)": True,
                    "Tetris (planning only)": True,
                    "Ace Attorney": True
                })
                
                # Format the DataFrame for display
                initial_display_df = prepare_dataframe_for_display(initial_df)
                
                # Custom column widths including row numbers
                col_widths = ["40px"]  # Row number column width
                col_widths.append("230px")  # Player column - reduced by 20px
                col_widths.append("120px")  # Organization column
                # Add game score columns
                for _ in range(len(initial_display_df.columns) - 2):
                    col_widths.append("120px")
                
                # Create a standard DataFrame component with enhanced styling
                with gr.Row():
                    leaderboard_df = gr.DataFrame(
                        value=initial_display_df,
                        interactive=True,
                        elem_id="leaderboard-table",
                        elem_classes="table-container",
                        wrap=True,
                        show_row_numbers=True,
                        show_fullscreen_button=True,
                        line_breaks=True,
                        max_height=1000,  # Set a larger fixed height
                        show_search="search",
                        column_widths=col_widths
                    )
                
                # Add the score note below the table
                with gr.Row():
                    score_note = add_score_note()
                
                # List of all checkboxes
                checkbox_list = [
                    mario_overall, mario_details,
                    sokoban_overall, sokoban_details,
                    _2048_overall, _2048_details,
                    candy_overall, candy_details,
                    tetris_overall, tetris_details,
                    tetris_plan_overall, tetris_plan_details,
                    ace_attorney_overall, ace_attorney_details
                ]
                
                # Update visualizations when checkboxes change
                def update_visualizations(*checkbox_states):
                    # Check if any details checkbox is selected
                    is_details_view = any([
                        checkbox_states[1], checkbox_states[3], checkbox_states[5],
                        checkbox_states[7], checkbox_states[9], checkbox_states[11],
                        checkbox_states[13]  # Ace Attorney details checkbox
                    ])
                    
                    # Update visibility of visualization blocks
                    return {
                        detailed_visualization: gr.update(visible=is_details_view),
                        overall_visualizations: gr.update(visible=not is_details_view)
                    }
                
                # Add change event to all checkboxes
                for checkbox in checkbox_list:
                    checkbox.change(
                        update_visualizations,
                        inputs=checkbox_list,
                        outputs=[detailed_visualization, overall_visualizations]
                    )
                
                # Update leaderboard and visualizations when checkboxes change
                for checkbox in checkbox_list:
                    checkbox.change(
                        update_leaderboard,
                        inputs=checkbox_list,
                        outputs=[
                            leaderboard_df,
                            detailed_visualization,
                            radar_visualization,
                            group_bar_visualization
                        ] + checkbox_list
                    )
                
                # Update when clear button is clicked
                clear_btn.click(
                    clear_filters,
                    inputs=[],
                    outputs=[
                        leaderboard_df,
                        detailed_visualization,
                        radar_visualization,
                        group_bar_visualization
                    ] + checkbox_list
                )
                
                # Initialize the app
                demo.load(
                    fn=clear_filters,
                    inputs=[],
                    outputs=[
                        leaderboard_df,
                        detailed_visualization,
                        radar_visualization,
                        group_bar_visualization
                    ] + checkbox_list
                )
            
            with gr.Tab("🎥 Gallery"):
                video_gallery = create_video_gallery()
    
    return demo

if __name__ == "__main__":
    demo_app = build_app()
    # Add file serving configuration
    demo_app.launch(
        debug=True, 
        show_error=True, 
        share=True,
        height="100%",
        width="100%"
    )